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Discourse Analysis

Semantic discourse categories assigned by Claude Haiku — 14 DH-informed categories classifying how commenters frame their arguments.

Comments Labeled
44,412
of 487,977 total
Coverage
9.1%
of eligible comments
Categories Active
14
of 14 discourse types
Avg Confidence
0.807
classifier confidence
Model
Claude Haiku
multi-label classification

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Personal Narrative

1,771 comments
Page 10 of 89
I’m so glad someone made a video about this. I left Canada because of this problem over my Middle East country. It’s literally better here. Canada is a big bubble. It ain’t worth to live …
I’m so glad someone made a video about this. I left Canada because of this problem over my Middle East country. It’s literally better here. Canada is a big bubble. It ain’t worth to live in there.
First-person account of leaving Canada for another country, with comparative judgment about quality of life.
bettercallteo Feb 28, 2026
Tyler, I was very interested in the topic of volunteer firefighters in your video about New York related to the Jewish community. I hope that someday I can come to Chile and film firefighters, myself …
Tyler, I was very interested in the topic of volunteer firefighters in your video about New York related to the Jewish community. I hope that someday I can come to Chile and film firefighters, myself included. We are volunteers, meaning it's not a job as such; we don't receive a salary or anything like that. We only focus on our vocation and sacrifice.
Commenter shares their own experience as a volunteer firefighter in Chile and expresses personal aspirations related to the video topic.
valentinaosses3227 Feb 25, 2026
I traveled through India in 2000. I can understand why so many people move to Canada. India is intense to say the least. I’ve worked with great people from India and bad people from India. …
I traveled through India in 2000. I can understand why so many people move to Canada. India is intense to say the least. I’ve worked with great people from India and bad people from India. It’s no different than any other country. Great video.
Shares lived experience traveling in India and working with Indian colleagues, comparing countries and concluding diversity is normal.
paulwestenberger3710 Sep 19, 2025
I'm a permanent resident and just moved to Montreal with 3+ years of accounting experience. Looking at processing times for spouse visa in Quebec though, im considering leaving the city soon. Such a shame
I'm a permanent resident and just moved to Montreal with 3+ years of accounting experience. Looking at processing times for spouse visa in Quebec though, im considering leaving the city soon. Such a shame
First-person account of immigration experience with implicit criticism of slow spouse visa processing times.
princekashyap6766 Nov 20, 2025
I knew an Indian guy named Kumar from back when i lived in Southern Denmark.. he was awesome, he had a Kiosk, where he sold EVERYTHING .. bongs, blunt papir, glass bottle cokes, candy of …
I knew an Indian guy named Kumar from back when i lived in Southern Denmark.. he was awesome, he had a Kiosk, where he sold EVERYTHING .. bongs, blunt papir, glass bottle cokes, candy of all sorts, and porn.. lots of porn.. Kumar was my boy!
Shares a first-person anecdote about knowing an Indian immigrant, framed positively as a personal memory.
MistaLiir Jan 27, 2026
Ashamed American- French-Portuguese bisexual woman here.\n\nThank you for being an amazing leader. Please get me the fuck out of here. I'm honestly scared as fuck and trying to get my French Citizenship.\n\nI'm so fuxking angry, …
Ashamed American- French-Portuguese bisexual woman here.\n\nThank you for being an amazing leader. Please get me the fuck out of here. I'm honestly scared as fuck and trying to get my French Citizenship.\n\nI'm so fuxking angry, every single day. For myself, my friends, my colleagues, and immigrants.
First-person account of an American seeking refuge in Canada, expressing fear and anger while praising Canadian leadership and supporting immigrants.
@mariaS-ie8mg Mar 4, 2025
I know someone who ask the her employer to change her work position inorder to meet the requirements of IRCC she was under pgwp and recently submitted her PR application
I know someone who ask the her employer to change her work position inorder to meet the requirements of IRCC she was under pgwp and recently submitted her PR application
Shares a first-hand account of someone's experience navigating IRCC requirements and PR application process.
mycomsports Sep 29, 2025
I am a Canadian and I am currently visiting my country outside of my province of Quebec. The amount of Canadian flag that people put on their house has increased dramatically. We are a proud …
I am a Canadian and I am currently visiting my country outside of my province of Quebec. The amount of Canadian flag that people put on their house has increased dramatically. We are a proud Canadian and we will survive at all cost
First-person account of observing increased Canadian flag displays and asserting national pride and resilience.
@zackarybourbonnais1178 Mar 4, 2025
Thanks for this, able to score 20/20. Did this a couple times and listened to the Discovery Guide.
Thanks for this, able to score 20/20. Did this a couple times and listened to the Discovery Guide.
First-person account of test success and study methods used.
bunsai9003 Jun 8, 2025
I’ve lived in Brampton my whole life basically, if I were to show you my old class photos you can literally see the demographics changing year over year
I’ve lived in Brampton my whole life basically, if I were to show you my old class photos you can literally see the demographics changing year over year
First-person account of demographic change observed in the commenter's hometown over time.
TheCurtismMKII Jan 28, 2026
It's very unfortunate what that guy claims about Islam, I am Muslim being in canada for 15 years, I integrated very well while I respect my religion and others. What he said we do not …
It's very unfortunate what that guy claims about Islam, I am Muslim being in canada for 15 years, I integrated very well while I respect my religion and others. What he said we do not claim it being Muslims. In Rome do like the Romans. Period!
First-person account of successful integration and religious practice, countering negative stereotypes while affirming shared values of adaptation and respect.
MaximumGameplayCanada Aug 25, 2025
Visited Brampton for New Year's 2018. It was the closest weather I ever experienced! It was unbelievable how many Indians lived there back then!
Visited Brampton for New Year's 2018. It was the closest weather I ever experienced! It was unbelievable how many Indians lived there back then!
First-person account of visiting Brampton and observing the Indian population density there.
autsawin Jan 27, 2026
I’m prepared to live in a camper if I have to I have everything in place.
I’m prepared to live in a camper if I have to I have everything in place.
First-person account of personal preparedness and life circumstances in response to perceived threat.
@Phoenix-vg8li Mar 4, 2025
Sorry Canada, I voted for Kamala.
Sorry Canada, I voted for Kamala.
Brief personal statement of voting choice expressing solidarity with Canada through apology for Trump's election.
@zacharythomas8617 Mar 4, 2025
My wife and children and myself go to Buffalo every weekend from Stony Creek. We know all the border guards by name . No problems.
My wife and children and myself go to Buffalo every weekend from Stony Creek. We know all the border guards by name . No problems.
First-person account of regular cross-border travel with family and positive experiences with border officials.
worstknightmayor4439 Dec 8, 2025
As a ‘Indian’ born in Canada I agree something needs to be done. The government is to be blamed for giving them false hope and not enforcing visa rules.. The guy on the bike however …
As a ‘Indian’ born in Canada I agree something needs to be done. The government is to be blamed for giving them false hope and not enforcing visa rules.. The guy on the bike however is insanely racist can we stop hyping up? He literally said we’re ‘lucky’ it’s Indians and not Africans or Muslims. Be so deadass what the fuck?
First-person account from Indian-Canadian agreeing with concerns but critiquing both government policy failures and the racist framing of the video subject.
superwoman50505 Jan 29, 2026
I came to Canada legally as refugee in early 90's. At 16, speaking almost no English, I was enrolled in High School and got a job in McDonald's. But even then my clear understanding was …
I came to Canada legally as refugee in early 90's. At 16, speaking almost no English, I was enrolled in High School and got a job in McDonald's. But even then my clear understanding was that the job was temporary. My managers told me the same thing. I went to university and immediately switched up. It is infuriating to see that fast food jobs are careers for middle aged people, gaming the system and my kids won't have the opportunity to experience the very natural and normal experience of getting into the job market
First-person account of legal immigration experience used to critique current system and express concern about opportunity for future generations.
wasay456 Dec 27, 2025
I voted against Trump.
I voted against Trump.
Simple first-person statement of voting behavior, a personal biographical detail.
@jvincent2870 Mar 4, 2025
That was such an ignorant comment about Muslims and Africans. As an Egyptian Muslim who has lived in Canada for five years, I’ve found most Canadians to be incredibly friendly. It’s a shame to hear …
That was such an ignorant comment about Muslims and Africans. As an Egyptian Muslim who has lived in Canada for five years, I’ve found most Canadians to be incredibly friendly. It’s a shame to hear such rhetoric when a significant portion of the workforce and healthcare system , the people serving Canadians every day, are Muslim and/or African.
First-person account of lived experience as an Egyptian Muslim in Canada, countering negative rhetoric with moral appeals about immigrant contributions.
noureldinmohsen4977 Jan 28, 2026
As a Caribbean Indian, I hate how these Indians from India have twisted the perspective towards Indians across the world. They’re so problematic. And Im from Trinidad but everyone assumes I’m from India and I …
As a Caribbean Indian, I hate how these Indians from India have twisted the perspective towards Indians across the world. They’re so problematic. And Im from Trinidad but everyone assumes I’m from India and I hate it. Just cuz i look like you doesn’t mean I’m from your homeland. And to the Canadians, just cuz I look like them doesn’t mean you can assume I’m from India. I have never been to India so stop assuming I’m from there. Imagine seeing an Asian person in markham and assuming they’re from China and speak Chinese when their family has been in Canada for generations.
First-person account of lived experience with identity misidentification, combining personal narrative with assertions about cultural identity and belonging.
Rockyroad321 Jan 29, 2026
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Category Distribution

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Classifier Confidence

Distribution of confidence scores across all labeled comments

Discourse Over Time

Top 6 discourse types by month — how framing evolves over time

Category Co-occurrence

Which discourse types most frequently appear together on the same comment

Top Channels by Discourse Type

Which YouTube channels attract each type of discourse
Identity Assertion
CNN 2,313
Tyler Oliveira 1,991
RocaNews 467
JamCan 274
Yoke Immigration Canada 89
Solidarity
CNN 4,297
Tyler Oliveira 400
RocaNews 75
JamCan 36
CTV Your Morning 32
Policy Critique
CNN 3,445
Tyler Oliveira 551
Toronto Sun 340
CTV News 268
RocaNews 235
Humor / Satire
CNN 2,078
Tyler Oliveira 1,667
RocaNews 241
Global News 89
CTV News 68
Fear / Threat
Tyler Oliveira 1,549
CNN 1,332
RocaNews 321
JamCan 204
Toronto Sun 118
Meta-Commentary
Tyler Oliveira 1,702
CNN 1,478
RocaNews 168
CTV News 81
JamCan 77
Unverified Claim
CNN 1,480
Tyler Oliveira 820
RocaNews 203
Yoke Immigration Canada 203
JamCan 152
Moral Argument
CNN 1,733
Tyler Oliveira 704
RocaNews 205
JamCan 73
CTV Your Morning 23
Classified by Claude Haiku (Anthropic) | 14-category DH taxonomy | Search | Discourse Quality (Perspective API)